From Algorithms to Pipelines

Mastering Data Structures, Algorithms, and Data Engineering in Python.

Python internals, memory model, iterators/generators, complexity (Big-O)

Core Concepts

Python memory model
Iterators vs. generators
Complexity analysis (Big-O, Big-Θ, Big-Ω)
Project: Implement custom iterators (e.g., for Fibonacci numbers) and compare list vs. generator memory usage.

Test Your Knowledge

Fluent Python (Ch. 1-3)

by Luciano Ramalho

Big-O Cheat Sheet

by bigocheatsheet.com